Combine rosemary, olive oil, garlic, vinegar,salt and black pepper in a shallow bowl. Turn the chops several times to coat them on all sides. Cover and marinate in refrigerator for an hour.
Prepare the grill, direct heat method, medium hot.
Grill the lamb chops 3-4 minutes on each side (for medium-rare) or until desired degree of doneness.